A hybrid neighborhood enhanced contrastive learning and self-knowledge distillation method for scRNA-seq data clustering analysis. [PDF]
Qi L +5 more
europepmc +1 more source
Abstract Debates surrounding motherhood have long centred on women's roles as carers. Although motherhood is now more widely recognised within feminist scholarship, it often remains conceptually separate from identities associated with formal educational discourse.
Lavinia Kamphausen +3 more
wiley +1 more source
Privacy-preserving federated learning with optimized ensemble weighting and knowledge distillation for COVID-19 detection from non-IID medical imaging data. [PDF]
Annan R +4 more
europepmc +1 more source
Abstract This paper presents an exploratory analysis of contemporary curricular and professional qualification policies in the Scottish education system, focusing on minimum qualification thresholds for mathematics teaching. The study examines how veteran secondary mathematics practitioners perceive the structural and pedagogical implications of using ...
Paul Argyle McDonald
wiley +1 more source
Combining knowledge distillation and neural networks to predict protein secondary structure. [PDF]
Zhao L, Li J, Zhang B, Jiang X.
europepmc +1 more source
ABSTRACT Hemopexin (Hpx) is an acute phase plasma protein that is responsible for sequestration and removal of cell‐free heme with very high affinity (Kd < 1 pM). Hpx expression in liver cells is induced following an inflammatory event such as severe hemolysis. Therefore, plasma Hpx has potential clinical relevance due to its' ability to bind free heme,
Shuwei Lu +8 more
wiley +1 more source
Knowledge distillation and dataset distillation of large language models: emerging trends, challenges, and future directions. [PDF]
Fang L +23 more
europepmc +1 more source
A Decision‐Making Model for Implementing Green Technology in Sustainable Building Projects
ABSTRACT Green technology (GT) adoption is pivotal for reconciling environmental stewardship with economic viability in the built environment, particularly in resource‐constrained emerging economies. However, empirical evidence on how specific GT drivers actively mitigate adoption barriers remains scarce.
Abdelazim Ibrahim +5 more
wiley +1 more source
Tailored knowledge distillation with automated loss function learning. [PDF]
Ran S, Huang T, Yang W.
europepmc +1 more source
The Influence of Corporate Sustainability Rating Methodology on Disclosure Behavior
ABSTRACT The rise of environmental, social, and governance (ESG) investing has illuminated long‐standing concerns over the ability for sustainability rating schemes to accurately convey sustainability‐related performance of firms. This study theorizes and empirically examines how a detailed and transparent rating methodology influences what information
Patrick J. Callery
wiley +1 more source

